What are People Saying?

Where are Airbnb’s Located?

Downtown Core

Overview of Listings

Price distribution per neighborhood

Price density per neighbourhood

Average Listing Price per Room Types

Minimum Time to Stay per Neighbourhood

Airbnb Activity over Time

How much exactly are hosts making?

Break Down by Type of Area

Any Questions?

Appendix: sessionInfo

sessionInfo()

## R version 3.6.1 (2019-07-05)
## Platform: x86_64-apple-darwin15.6.0 (64-bit)
## Running under: macOS Mojave 10.14.3
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRlapack.dylib
## 
## locale:
## [1] en_CA.UTF-8/en_CA.UTF-8/en_CA.UTF-8/C/en_CA.UTF-8/en_CA.UTF-8
## 
## attached base packages:
## [1] grid      stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] png_0.1-7          wordcloud_2.6      RColorBrewer_1.1-2 SnowballC_0.6.0   
##  [5] tm_0.7-6           NLP_0.2-0          forcats_0.4.0      purrr_0.3.3       
##  [9] readr_1.3.1        tidyr_1.0.0        tibble_2.1.3       tidyverse_1.2.1   
## [13] scales_1.0.0       quantmod_0.4-15    TTR_0.23-5         xts_0.11-2        
## [17] zoo_1.8-6          lubridate_1.7.4    ggpubr_0.2.3       magrittr_1.5      
## [21] ggthemes_4.2.0     sf_0.8-0           plotly_4.9.1       mapdata_2.3.0     
## [25] maps_3.3.0         stringr_1.4.0      skimr_1.0.7        ggplot2_3.2.1     
## [29] janitor_1.2.0      readxl_1.3.1       dplyr_0.8.3       
## 
## loaded via a namespace (and not attached):
##  [1] nlme_3.1-140       httr_1.4.1         tools_3.6.1        backports_1.1.4   
##  [5] R6_2.4.1           KernSmooth_2.23-15 DBI_1.0.0          lazyeval_0.2.2    
##  [9] colorspace_1.4-1   withr_2.1.2        gridExtra_2.3      tidyselect_0.2.5  
## [13] curl_4.2           compiler_3.6.1     cli_1.1.0          rvest_0.3.4       
## [17] xml2_1.2.2         labeling_0.3       slam_0.1-46        classInt_0.4-2    
## [21] digest_0.6.23      rmarkdown_1.18     pkgconfig_2.0.2    htmltools_0.4.0   
## [25] fastmap_1.0.1      htmlwidgets_1.5.1  rlang_0.4.2        rstudioapi_0.10   
## [29] shiny_1.4.0        generics_0.0.2     jsonlite_1.6       crosstalk_1.0.0   
## [33] Rcpp_1.0.3         munsell_0.5.0      lifecycle_0.1.0    stringi_1.4.3     
## [37] yaml_2.2.0         parallel_3.6.1     promises_1.1.0     crayon_1.3.4      
## [41] lattice_0.20-38    cowplot_1.0.0      haven_2.1.1        hms_0.5.1         
## [45] zeallot_0.1.0      knitr_1.26         pillar_1.4.2       ggsignif_0.6.0    
## [49] glue_1.3.1         evaluate_0.14      data.table_1.12.6  modelr_0.1.5      
## [53] vctrs_0.2.0        httpuv_1.5.2       cellranger_1.1.0   gtable_0.3.0      
## [57] assertthat_0.2.1   xfun_0.11          mime_0.7           xtable_1.8-4      
## [61] broom_0.5.2        e1071_1.7-2        later_1.0.0        class_7.3-15      
## [65] viridisLite_0.3.0  units_0.6-5        ellipsis_0.3.0